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Papers in Advanced Bandit Algorithms Research 17

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Exploiting the Surrogate Gap in Online Multiclass Classification
2020 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Dirk van der Hoeven

4

citations
On Safety in Safe Bayesian Optimization
2024 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Christian Fiedler, Johanna Menn, Lukas Kreisköther, Sebastian Trimpe

3

citations
Comparator-adaptive Convex Bandits
2020 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Dirk van der Hoeven, Ashok Cutkosky, Haipeng Luo

2

citations
High Dimensional Bayesian Optimization with Kernel Principal Component Analysis
2022 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Kirill Antonov, Elena Raponi, Hao Wang, Carola Doerr

2

citations
Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB
2023 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr

2

citations
Event-Triggered Time-Varying Bayesian Optimization
2022 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Paul Brunzema, Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe

1

citations
Event-Triggered Safe Bayesian Optimization on Quadcopters
2023 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Antonia Holzapfel, Paul Brunzema, Sebastian Trimpe

0

citations
Metareasoning in uncertain environments: a meta-BAMDP framework
2024 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Prakhar Godara, Tilman Aleman, Angela J. Yu

0

citations
Early Stopping Bayesian Optimization for Controller Tuning
2025 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Dominik Scheurenberg, Heike Vallery, Sebastian Trimpe

0

citations
Lipschitz Safe Bayesian Optimization for Automotive Control
2025 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Johanna Menn, Pietro Pelizzari, Michael Fleps-Dezasse, Sebastian Trimpe

0

citations
Safety in safe Bayesian optimization and its ramifications for control
2025 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Christian Fiedler, Johanna Menn, Sebastian Trimpe

0

citations
BayeSQP: Bayesian Optimization through Sequential Quadratic Programming
2026 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Paul Brunzema, Sebastian Trimpe

0

citations
Local Preferential Bayesian Optimization
2026 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Johanna Menn, Miriam Kober, Paul Brunzema, David Stenger, Sebastian Trimpe

0

citations
Agentic Bayesian Optimization through Surrogate-Augmented Autoresearch
2026 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Paul Brunzema, Louis C. Tiao, Nhat Le, Kevin De Angeli, Yao Xuan, Djordje Gligorijevic

0

citations
A Decade of Bayesian Optimization for Controller Tuning and Robot Learning: Tutorial, Review, and Future Prospects
2026 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

David Stenger, Paul Brunzema, Johanna Menn, Alexander von Rohr, Angela P. Schoellig, Sebastian Trimpe

0

citations
Online Newton Method for Bandit Convex Optimisation
2024 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Hidde Fokkema, Dirk van der Hoeven, Tor Lattimore, Jack J. Mayo

0

citations
Feasibility-Driven Trust Region Bayesian Optimization
2025 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Paolo Ascia, Elena Raponi, Thomas Bäck, Fabian M. E. Duddeck

0

citations

17 results